ADRepository: Real-world anomaly detection datasets, including tabular data (categorical and numerical data), time series data, graph data, image data, and video data.
☆448Oct 1, 2025Updated 10 months ago
Alternatives and similar repositories for ADBenchmarks-anomaly-detection-datasets
Users that are interested in ADBenchmarks-anomaly-detection-datasets are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- List of implementation of SOTA deep anomaly detection methods☆110Dec 28, 2021Updated 4 years ago
- Source code of the KDD19 paper "Deep anomaly detection with deviation networks", weakly/partially supervised anomaly detection, few-shot …☆156Aug 5, 2021Updated 5 years ago
- Implementation of the paper Deep Graph-level Anomaly Detection by Glocal Knowledge Distillation(WSDM22)☆36Dec 12, 2021Updated 4 years ago
- Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.☆1,020Jan 8, 2026Updated 7 months ago
- Deep distance-based outlier detection published in KDD18: Learning representations specifically for distance-based outlier detection. Few…☆48Nov 10, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!☆9,365Mar 2, 2026Updated 5 months ago
- The official PyTorch implementation of Cross-Domain Graph Anomaly Detection via Anomaly-aware Contrastive Alignment (AAAI2023, to appear)…☆45Dec 10, 2022Updated 3 years ago
- Papers on trustworthy anomaly detection☆29Apr 18, 2024Updated 2 years ago
- Awesome graph anomaly detection techniques built based on deep learning frameworks. Collections of commonly used datasets, papers as well…☆383Jul 10, 2023Updated 3 years ago
- [TKDE 2021] A PyTorch implementation of "Generative and Contrastive Self-Supervised Learning for Graph Anomaly Detection".☆50Oct 8, 2021Updated 4 years ago
- Public datasets for time series anomaly detection☆159Sep 21, 2025Updated 10 months ago
- A Python Library for Graph Outlier Detection (Anomaly Detection)☆1,498Nov 14, 2024Updated last year
- A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed A…☆9,969Updated this week
- List of tools & datasets for anomaly detection on time-series data.☆3,167Oct 21, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimizat…☆6,062Updated this week
- KDD 2021: Multivariate Time Series Anomaly Detection and Interpretation using Hierarchical Inter-Metric and Temporal Embedding☆238Sep 2, 2021Updated 4 years ago
- ☆19Feb 10, 2026Updated 6 months ago
- A curated list of awesome anomaly detection resources☆2,898Sep 20, 2022Updated 3 years ago
- Papers for Video Anomaly Detection, released codes collection, Performance Comparision.☆669Sep 20, 2022Updated 3 years ago
- TODS: An Automated Time-series Outlier Detection System☆1,666Sep 11, 2023Updated 2 years ago
- Codes for IJCAI2020 paper "Unsupervised Representation Learning by Predicting Random Distances” https://arxiv.org/abs/1912.12186☆30Apr 25, 2020Updated 6 years ago
- A Collection of Resources for Weakly-supervised Anomaly Detection (WSAD)☆185Feb 18, 2025Updated last year
- official code for paper entitled "Component-aware anomaly detection framework for adjustable and logical industrial visual inspection"☆50Jan 4, 2026Updated 7 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 2017-Summer-Term-Study☆25Aug 9, 2017Updated 9 years ago
- [TNNLS] Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning☆107May 12, 2021Updated 5 years ago
- Resources and environment for unsupervised outlier model selection (UOMS)☆27Oct 21, 2022Updated 3 years ago
- [VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.☆698Jul 25, 2024Updated 2 years ago
- official implementation of RoSAS: Deep Semi-supervised Anomaly Detection with Contamination-resilient Continuous Supervision☆12Jul 18, 2023Updated 3 years ago
- 用于图异常检测的数据集☆45Jan 17, 2020Updated 6 years ago
- [IEEE TII 2023] Collaborative Discrepancy Optimization for Reliable Image Anomaly Localization☆84Mar 5, 2025Updated last year
- A collection of papers for graph anomaly detection, and published algorithms and datasets.☆134Dec 25, 2023Updated 2 years ago
- KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network☆940Mar 3, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Online anomaly detection for data streams/ Real-time anomaly detection for time series data.☆130May 11, 2023Updated 3 years ago
- common-used datasets for clustering☆17Apr 30, 2025Updated last year
- Offical implementation of "Graph-Augmented Normalizing Flows for Anomaly Detection of Multiple Time Series" (ICLR 2022)☆163Dec 22, 2022Updated 3 years ago
- ☆15Mar 2, 2023Updated 3 years ago
- Official PyTorch implementation of the paper “Explainable Deep Few-shot Anomaly Detection with Deviation Networks”, weakly/partially supe…☆89Oct 29, 2022Updated 3 years ago
- A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.☆358Nov 22, 2022Updated 3 years ago
- Reconstruction from edge image combined with color and gradient difference for industrial surface anomaly detection☆29Aug 15, 2024Updated 2 years ago